11.1.1 Primary
The covariance matrices for the [28] manifest variables for the
primary ABCD primary dataset that has N observations:
346
abcd_cov = cov(abcd_df[,mod_vars])
abcd_means = data.frame(means = colMeans(abcd_df[,mod_vars]))
abcd_sd = data.frame(sds = sapply(abcd_df[,mod_vars], sd))
abcd_dat = cbind(abcd_cov, abcd_means, abcd_sd)
kable(abcd_dat, booktabs = TRUE) %>%
kable_styling(font_size = 12,position = 'center',html_font = "Times New Roman")| AWin_v_Neut_L_NAc_r1 | AWin_v_Neut_R_NAc_r1 | AWin_v_Neut_L_NAc_r2 | AWin_v_Neut_R_NAc_r2 | BWin_v_Neut_L_NAc_r1 | BWin_v_Neut_R_NAc_r1 | BWin_v_Neut_L_NAc_r2 | BWin_v_Neut_R_NAc_r2 | BWin_v_BLose_L_NAc_r1 | BWin_v_BLose_R_NAc_r1 | BWin_v_BLose_L_NAc_r2 | BWin_v_BLose_R_NAc_r2 | AWin_v_Neut_R_Ins_r1 | AWin_v_Neut_R_Ins_r2 | BWin_v_Neut_R_Ins_r1 | BWin_v_Neut_R_Ins_r2 | ALose_v_Neut_L_Ins_r1 | ALose_v_Neut_R_Ins_r1 | ALose_v_Neut_L_Ins_r2 | ALose_v_Neut_R_Ins_r2 | BLose_v_Neut_L_Ins_r1 | BLose_v_Neut_R_Ins_r1 | BLose_v_Neut_L_Ins_r2 | BLose_v_Neut_R_Ins_r2 | BLose_v_BWin_L_Ins_r1 | BLose_v_BWin_R_Ins_r1 | BLose_v_BWin_L_Ins_r2 | BLose_v_BWin_R_Ins_r2 | means | sds | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| AWin_v_Neut_L_NAc_r1 | 0.0469046 | 0.0285755 | 0.0107462 | 0.0075053 | 0.0496735 | 0.0315054 | 0.0115552 | 0.0086345 | 0.0177351 | 0.0145264 | 0.0017099 | 0.0006396 | 0.0070571 | 0.0007951 | 0.0082449 | 0.0022187 | 0.0057611 | 0.0040562 | 0.0038046 | 0.0014276 | 0.0082268 | 0.0052281 | 0.0026212 | 0.0004063 | -0.0032115 | -0.0030222 | -0.0008158 | -0.0018121 | 0.1908035 | 0.2165747 |
| AWin_v_Neut_R_NAc_r1 | 0.0285755 | 0.0491611 | 0.0104844 | 0.0085838 | 0.0318310 | 0.0540859 | 0.0107428 | 0.0092132 | 0.0138263 | 0.0247973 | -0.0009862 | -0.0026060 | 0.0057946 | -0.0001806 | 0.0078146 | -0.0009876 | 0.0049108 | 0.0035467 | 0.0014778 | -0.0006833 | 0.0053311 | 0.0031306 | 0.0004617 | -0.0021500 | -0.0050712 | -0.0046911 | 0.0020782 | -0.0011609 | 0.2141618 | 0.2217229 |
| AWin_v_Neut_L_NAc_r2 | 0.0107462 | 0.0104844 | 0.0538025 | 0.0360956 | 0.0155428 | 0.0158417 | 0.0554017 | 0.0364735 | 0.0090087 | 0.0101722 | 0.0172803 | 0.0137260 | -0.0023718 | 0.0101334 | -0.0017082 | 0.0086262 | -0.0001920 | -0.0033917 | 0.0045802 | 0.0043667 | -0.0003119 | -0.0035539 | 0.0050147 | 0.0027867 | -0.0005740 | -0.0018490 | -0.0060251 | -0.0058292 | 0.1317110 | 0.2319537 |
| AWin_v_Neut_R_NAc_r2 | 0.0075053 | 0.0085838 | 0.0360956 | 0.0559332 | 0.0102704 | 0.0111368 | 0.0377373 | 0.0586475 | 0.0084975 | 0.0071565 | 0.0106380 | 0.0205423 | -0.0026712 | 0.0111601 | -0.0015589 | 0.0117221 | -0.0006328 | -0.0036175 | 0.0055201 | 0.0074140 | -0.0010288 | -0.0045315 | 0.0085010 | 0.0082806 | -0.0018716 | -0.0029784 | -0.0015491 | -0.0034429 | 0.1528757 | 0.2365021 |
| BWin_v_Neut_L_NAc_r1 | 0.0496735 | 0.0318310 | 0.0155428 | 0.0102704 | 0.0672397 | 0.0442373 | 0.0178301 | 0.0122567 | 0.0332177 | 0.0254870 | 0.0046079 | 0.0025636 | 0.0082137 | 0.0010710 | 0.0125005 | 0.0025854 | 0.0050027 | 0.0026694 | 0.0058487 | 0.0020356 | 0.0075090 | 0.0039724 | 0.0048039 | 0.0013650 | -0.0074021 | -0.0085319 | 0.0004739 | -0.0012182 | 0.2472283 | 0.2593061 |
| BWin_v_Neut_R_NAc_r1 | 0.0315054 | 0.0540859 | 0.0158417 | 0.0111368 | 0.0442373 | 0.0744899 | 0.0173773 | 0.0128713 | 0.0232228 | 0.0408417 | -0.0001210 | -0.0025060 | 0.0074773 | 0.0015501 | 0.0125358 | 0.0008746 | 0.0051993 | 0.0026151 | 0.0025510 | 0.0005788 | 0.0062242 | 0.0022491 | 0.0017240 | -0.0002838 | -0.0082322 | -0.0102913 | 0.0024868 | -0.0011559 | 0.2759538 | 0.2729283 |
| BWin_v_Neut_L_NAc_r2 | 0.0115552 | 0.0107428 | 0.0554017 | 0.0377373 | 0.0178301 | 0.0173773 | 0.0710702 | 0.0472304 | 0.0121880 | 0.0130547 | 0.0299180 | 0.0226341 | -0.0028915 | 0.0092540 | -0.0009813 | 0.0113122 | -0.0022582 | -0.0053464 | 0.0043987 | 0.0041749 | -0.0021464 | -0.0046593 | 0.0039661 | 0.0031526 | -0.0033213 | -0.0036827 | -0.0115121 | -0.0081517 | 0.1946185 | 0.2665900 |
| BWin_v_Neut_R_NAc_r2 | 0.0086345 | 0.0092132 | 0.0364735 | 0.0586475 | 0.0122567 | 0.0128713 | 0.0472304 | 0.0770891 | 0.0108252 | 0.0103188 | 0.0192164 | 0.0362843 | -0.0045415 | 0.0090401 | -0.0031893 | 0.0127149 | -0.0023822 | -0.0060262 | 0.0048068 | 0.0045999 | -0.0023903 | -0.0064257 | 0.0075901 | 0.0063248 | -0.0033301 | -0.0032426 | -0.0063787 | -0.0063934 | 0.2159364 | 0.2776493 |
| BWin_v_BLose_L_NAc_r1 | 0.0177351 | 0.0138263 | 0.0090087 | 0.0084975 | 0.0332177 | 0.0232228 | 0.0121880 | 0.0108252 | 0.0595915 | 0.0390343 | 0.0048770 | 0.0026138 | 0.0061007 | 0.0002451 | 0.0111626 | 0.0013230 | -0.0040390 | -0.0047019 | 0.0026587 | 0.0013854 | -0.0050144 | -0.0072450 | 0.0038621 | 0.0024282 | -0.0153322 | -0.0184076 | 0.0031111 | 0.0010937 | 0.1165867 | 0.2441138 |
| BWin_v_BLose_R_NAc_r1 | 0.0145264 | 0.0247973 | 0.0101722 | 0.0071565 | 0.0254870 | 0.0408417 | 0.0130547 | 0.0103188 | 0.0390343 | 0.0666993 | 0.0044629 | 0.0009771 | 0.0058132 | -0.0005350 | 0.0112383 | -0.0004754 | 0.0007189 | -0.0024777 | -0.0000330 | 0.0002263 | -0.0002651 | -0.0045996 | 0.0002877 | 0.0008860 | -0.0132882 | -0.0158436 | 0.0033678 | 0.0013524 | 0.1269133 | 0.2582621 |
| BWin_v_BLose_L_NAc_r2 | 0.0017099 | -0.0009862 | 0.0172803 | 0.0106380 | 0.0046079 | -0.0001210 | 0.0299180 | 0.0192164 | 0.0048770 | 0.0044629 | 0.0539756 | 0.0358264 | -0.0044865 | -0.0024166 | -0.0061454 | 0.0006347 | -0.0042539 | -0.0051549 | -0.0050674 | -0.0079848 | -0.0047009 | -0.0035263 | -0.0089000 | -0.0111049 | -0.0009539 | 0.0026196 | -0.0141077 | -0.0117427 | 0.0995347 | 0.2323266 |
| BWin_v_BLose_R_NAc_r2 | 0.0006396 | -0.0026060 | 0.0137260 | 0.0205423 | 0.0025636 | -0.0025060 | 0.0226341 | 0.0362843 | 0.0026138 | 0.0009771 | 0.0358264 | 0.0658146 | -0.0077536 | -0.0033683 | -0.0088023 | -0.0000963 | -0.0044098 | -0.0077221 | -0.0073681 | -0.0102888 | -0.0051406 | -0.0066963 | -0.0108464 | -0.0137368 | -0.0003078 | 0.0021007 | -0.0147017 | -0.0136469 | 0.0900116 | 0.2565436 |
| AWin_v_Neut_R_Ins_r1 | 0.0070571 | 0.0057946 | -0.0023718 | -0.0026712 | 0.0082137 | 0.0074773 | -0.0028915 | -0.0045415 | 0.0061007 | 0.0058132 | -0.0044865 | -0.0077536 | 0.0309887 | 0.0027441 | 0.0337384 | 0.0008415 | 0.0118173 | 0.0176455 | 0.0057772 | 0.0045236 | 0.0127497 | 0.0169397 | 0.0068707 | 0.0056582 | -0.0079752 | -0.0168006 | 0.0043632 | 0.0048145 | 0.0223324 | 0.1760360 |
| AWin_v_Neut_R_Ins_r2 | 0.0007951 | -0.0001806 | 0.0101334 | 0.0111601 | 0.0010710 | 0.0015501 | 0.0092540 | 0.0090401 | 0.0002451 | -0.0005350 | -0.0024166 | -0.0033683 | 0.0027441 | 0.0337152 | 0.0046278 | 0.0342678 | 0.0030018 | 0.0031538 | 0.0137985 | 0.0237889 | 0.0032919 | 0.0037941 | 0.0156703 | 0.0248026 | 0.0000100 | -0.0008338 | -0.0041371 | -0.0094570 | 0.0323613 | 0.1836171 |
| BWin_v_Neut_R_Ins_r1 | 0.0082449 | 0.0078146 | -0.0017082 | -0.0015589 | 0.0125005 | 0.0125358 | -0.0009813 | -0.0031893 | 0.0111626 | 0.0112383 | -0.0061454 | -0.0088023 | 0.0337384 | 0.0046278 | 0.0475069 | 0.0020512 | 0.0140522 | 0.0196118 | 0.0074508 | 0.0067638 | 0.0147761 | 0.0186314 | 0.0089099 | 0.0082765 | -0.0144289 | -0.0288779 | 0.0051212 | 0.0062178 | 0.0460838 | 0.2179608 |
| BWin_v_Neut_R_Ins_r2 | 0.0022187 | -0.0009876 | 0.0086262 | 0.0117221 | 0.0025854 | 0.0008746 | 0.0113122 | 0.0127149 | 0.0013230 | -0.0004754 | 0.0006347 | -0.0000963 | 0.0008415 | 0.0342678 | 0.0020512 | 0.0459887 | 0.0011391 | 0.0014669 | 0.0149094 | 0.0259120 | 0.0013758 | 0.0022502 | 0.0169921 | 0.0277472 | 0.0010135 | 0.0001991 | -0.0101799 | -0.0182306 | 0.0605520 | 0.2144497 |
| ALose_v_Neut_L_Ins_r1 | 0.0057611 | 0.0049108 | -0.0001920 | -0.0006328 | 0.0050027 | 0.0051993 | -0.0022582 | -0.0023822 | -0.0040390 | 0.0007189 | -0.0042539 | -0.0044098 | 0.0118173 | 0.0030018 | 0.0140522 | 0.0011391 | 0.0262837 | 0.0162721 | 0.0037921 | 0.0026887 | 0.0274271 | 0.0167423 | 0.0029713 | 0.0012839 | 0.0070421 | 0.0026917 | 0.0000513 | 0.0001522 | 0.0013844 | 0.1621224 |
| ALose_v_Neut_R_Ins_r1 | 0.0040562 | 0.0035467 | -0.0033917 | -0.0036175 | 0.0026694 | 0.0026151 | -0.0053464 | -0.0060262 | -0.0047019 | -0.0024777 | -0.0051549 | -0.0077221 | 0.0176455 | 0.0031538 | 0.0196118 | 0.0014669 | 0.0162721 | 0.0263569 | 0.0046089 | 0.0035617 | 0.0169470 | 0.0264348 | 0.0056513 | 0.0038809 | 0.0059127 | 0.0068235 | 0.0026116 | 0.0024166 | -0.0001705 | 0.1623482 |
| ALose_v_Neut_L_Ins_r2 | 0.0038046 | 0.0014778 | 0.0045802 | 0.0055201 | 0.0058487 | 0.0025510 | 0.0043987 | 0.0048068 | 0.0026587 | -0.0000330 | -0.0050674 | -0.0073681 | 0.0057772 | 0.0137985 | 0.0074508 | 0.0149094 | 0.0037921 | 0.0046089 | 0.0320629 | 0.0241134 | 0.0040885 | 0.0040090 | 0.0326100 | 0.0260545 | -0.0028410 | -0.0034409 | 0.0120117 | 0.0111523 | 0.0022428 | 0.1790612 |
| ALose_v_Neut_R_Ins_r2 | 0.0014276 | -0.0006833 | 0.0043667 | 0.0074140 | 0.0020356 | 0.0005788 | 0.0041749 | 0.0045999 | 0.0013854 | 0.0002263 | -0.0079848 | -0.0102888 | 0.0045236 | 0.0237889 | 0.0067638 | 0.0259120 | 0.0026887 | 0.0035617 | 0.0241134 | 0.0362162 | 0.0040557 | 0.0045849 | 0.0259845 | 0.0397169 | -0.0016946 | -0.0021804 | 0.0100201 | 0.0138075 | 0.0159653 | 0.1903056 |
| BLose_v_Neut_L_Ins_r1 | 0.0082268 | 0.0053311 | -0.0003119 | -0.0010288 | 0.0075090 | 0.0062242 | -0.0021464 | -0.0023903 | -0.0050144 | -0.0002651 | -0.0047009 | -0.0051406 | 0.0127497 | 0.0032919 | 0.0147761 | 0.0013758 | 0.0274271 | 0.0169470 | 0.0040885 | 0.0040557 | 0.0359023 | 0.0227878 | 0.0026464 | 0.0028081 | 0.0141328 | 0.0080116 | -0.0001483 | 0.0014369 | 0.0296705 | 0.1894790 |
| BLose_v_Neut_R_Ins_r1 | 0.0052281 | 0.0031306 | -0.0035539 | -0.0045315 | 0.0039724 | 0.0022491 | -0.0046593 | -0.0064257 | -0.0072450 | -0.0045996 | -0.0035263 | -0.0066963 | 0.0169397 | 0.0037941 | 0.0186314 | 0.0022502 | 0.0167423 | 0.0264348 | 0.0040090 | 0.0045849 | 0.0227878 | 0.0362396 | 0.0045871 | 0.0052665 | 0.0115754 | 0.0176094 | 0.0012430 | 0.0030203 | 0.0293873 | 0.1903670 |
| BLose_v_Neut_L_Ins_r2 | 0.0026212 | 0.0004617 | 0.0050147 | 0.0085010 | 0.0048039 | 0.0017240 | 0.0039661 | 0.0075901 | 0.0038621 | 0.0002877 | -0.0089000 | -0.0108464 | 0.0068707 | 0.0156703 | 0.0089099 | 0.0169921 | 0.0029713 | 0.0056513 | 0.0326100 | 0.0259845 | 0.0026464 | 0.0045871 | 0.0445186 | 0.0365596 | -0.0046228 | -0.0043250 | 0.0213947 | 0.0195758 | 0.0267197 | 0.2109944 |
| BLose_v_Neut_R_Ins_r2 | 0.0004063 | -0.0021500 | 0.0027867 | 0.0082806 | 0.0013650 | -0.0002838 | 0.0031526 | 0.0063248 | 0.0024282 | 0.0008860 | -0.0111049 | -0.0137368 | 0.0056582 | 0.0248026 | 0.0082765 | 0.0277472 | 0.0012839 | 0.0038809 | 0.0260545 | 0.0397169 | 0.0028081 | 0.0052665 | 0.0365596 | 0.0567302 | -0.0023877 | -0.0030161 | 0.0174870 | 0.0289860 | 0.0391647 | 0.2381811 |
| BLose_v_BWin_L_Ins_r1 | -0.0032115 | -0.0050712 | -0.0005740 | -0.0018716 | -0.0074021 | -0.0082322 | -0.0033213 | -0.0033301 | -0.0153322 | -0.0132882 | -0.0009539 | -0.0003078 | -0.0079752 | 0.0000100 | -0.0144289 | 0.0010135 | 0.0070421 | 0.0059127 | -0.0028410 | -0.0016946 | 0.0141328 | 0.0115754 | -0.0046228 | -0.0023877 | 0.0326114 | 0.0260075 | -0.0037686 | -0.0033991 | -0.0231416 | 0.1805862 |
| BLose_v_BWin_R_Ins_r1 | -0.0030222 | -0.0046911 | -0.0018490 | -0.0029784 | -0.0085319 | -0.0102913 | -0.0036827 | -0.0032426 | -0.0184076 | -0.0158436 | 0.0026196 | 0.0021007 | -0.0168006 | -0.0008338 | -0.0288779 | 0.0001991 | 0.0026917 | 0.0068235 | -0.0034409 | -0.0021804 | 0.0080116 | 0.0176094 | -0.0043250 | -0.0030161 | 0.0260075 | 0.0464912 | -0.0038841 | -0.0032036 | -0.0166879 | 0.2156181 |
| BLose_v_BWin_L_Ins_r2 | -0.0008158 | 0.0020782 | -0.0060251 | -0.0015491 | 0.0004739 | 0.0024868 | -0.0115121 | -0.0063787 | 0.0031111 | 0.0033678 | -0.0141077 | -0.0147017 | 0.0043632 | -0.0041371 | 0.0051212 | -0.0101799 | 0.0000513 | 0.0026116 | 0.0120117 | 0.0100201 | -0.0001483 | 0.0012430 | 0.0213947 | 0.0174870 | -0.0037686 | -0.0038841 | 0.0382489 | 0.0276649 | -0.0318671 | 0.1955734 |
| BLose_v_BWin_R_Ins_r2 | -0.0018121 | -0.0011609 | -0.0058292 | -0.0034429 | -0.0012182 | -0.0011559 | -0.0081517 | -0.0063934 | 0.0010937 | 0.0013524 | -0.0117427 | -0.0136469 | 0.0048145 | -0.0094570 | 0.0062178 | -0.0182306 | 0.0001522 | 0.0024166 | 0.0111523 | 0.0138075 | 0.0014369 | 0.0030203 | 0.0195758 | 0.0289860 | -0.0033991 | -0.0032036 | 0.0276649 | 0.0472089 | -0.0213931 | 0.2172761 |